Literature DB >> 31110913

Correlation Between Corneal Topographic, Densitometry, and Biomechanical Parameters in Keratoconus Eyes.

Yang Shen1,2,3, Tian Han1,2,3, Vishal Jhanji4, Jianmin Shang1,2,3, Jing Zhao1,2,3, Meiyan Li1,2,3, Xingtao Zhou1,2,3.   

Abstract

PURPOSE: To investigate the correlation between corneal densitometry, corneal topographic parameters, and corneal biomechanical properties in keratoconus.
METHODS: A total of 76 eyes of 76 keratoconus patients were enrolled in this cross-sectional study. Corneal densitometry and topography were measured using Pentacam HR. Corneal biomechanical properties were measured using CorVis ST.
RESULTS: The corneal densitometry values of the anterior 0 to 2 and 2 to 6 mm layers significantly correlated with the maximum keratometry values (R = 0.373, P = 0.001 and R = 0.276, P = 0.016, respectively), thinnest corneal thickness values (R = -0.331, P = 0.003 and R = -0.234, P = 0.042, respectively), anterior corneal elevation (R = 0.392, P < 0.001 and R = 0.323, P = 0.004, respectively), and posterior corneal elevation (R = 0.450, P < 0.001 and R = 0.367, P = 0.001, respectively). The stiffness parameter-applanation time 1 (SP-A1) significantly correlated with the corneal densitometry values for the anterior 0 to 2 mm (R = -0.397, P < 0.001), anterior 2 to 6 mm (R = -0.331, P = 0.004), central 0 to 2 mm (R = -0.306, P = 0.007), central 2 to 6 mm (R = -0.228, P = 0.048), posterior 2 to 6 mm (R = -0.243, P = 0.035), total 0 to 2 mm (R = -0.291, P = 0.011), and total 2 to 6 mm (R = -0.295, P = 0.010) layers.
CONCLUSIONS: The corneal densitometry values correlated with the severity of keratoconus and the SP-A1 values. TRANSLATIONAL RELEVANCE: Corneal densitometry values may serve as markers to predict the severity of keratoconus.

Entities:  

Keywords:  CorVis ST; Pentacam HR; biomechanics; corneal structure; keratoconus

Year:  2019        PMID: 31110913      PMCID: PMC6504131          DOI: 10.1167/tvst.8.3.12

Source DB:  PubMed          Journal:  Transl Vis Sci Technol        ISSN: 2164-2591            Impact factor:   3.283


Introduction

Diagnosis of keratoconus remains a challenge and a significant area of interest. Corneal tomography remains the diagnostic modality of choice. The sensitivity and specificity of screening for keratoconus has improved significantly with the advances in corneal imaging.1–3 Pentacam HR (Oculus, Wetzlar, Germany), an anterior segment analyzer, is based on the Scheimpflug principle. The attached Scheimpflug camera rotates 2.5 circuits to yield 25 tomographic images. Subsequently, it reconstructs the anterior segment of the target eye, thereby yielding measurements of the dimensions of the anterior segment. Pentacam HR also performs corneal densitometry by evaluating gray scale units, which reflect the corneal transparency (range, 0–100).4 Corneal Visualization Scheimpflug Technology (CorVis ST) also uses a high-speed Scheimpflug camera and provides a series of deformation parameters, such as applanation time, applanation length, applanation velocity, deformation and deflection amplitude, peak distance, stiffness parameter-applanation time 1 (SP-A1), Corvis Biomechanical index, and tomography and biomechanical index.5,6 These parameters serve as markers for the corneal biomechanical properties. Studies have indicated significant differences in the corneal biomechanical parameters between keratoconic and normal eyes.7–9 A Corvis biomechanical index of >0.50 is able to classify 98.8% of the cases of keratoconus correctly with a sensitivity of 98.4% and specificity of 100%.10 A tomography and biomechanical index of >0.79 has 100% sensitivity and specificity for detecting clinical ectasia.6,11 The extent of decrease in the biomechanical strength correlates with the severity of keratoconus.12 Likewise, the corneal densitometry has been shown to be significantly increased in keratoconic eyes.4 We investigated the correlations between the corneal densitometry and biomechanics in patients with keratoconus.

Subjects and Methods

In this cross-sectional study, keratoconus was diagnosed using an anterior segment analyzer (Pentacam HR; Oculus) based on the Amsler-Krumeich grading system. Patients with keratoconus of stages 1 to 3 or forme fruste keratoconus (cornea with no abnormal findings on slit-lamp examinations and corneal topography, with keratoconus of the fellow eye) were enrolled from the Eye and ENT Hospital of Fudan University. In total, 76 eyes of 76 participants (50 men, 26 women; mean age, 23.93 ± 6.81 years) were included. This study adhered to the tenets of the Declaration of Helsinki and was approved by the ethics committee of the hospital. Informed consent was obtained from all the participants.

Ophthalmologic Examination

Each patient underwent corneal tomography examination using the anterior segment analyzer Pentacam HR. The corneal biomechanical parameters were assessed using CorVis ST (Oculus). All measurements were obtained by a single examiner (YS). The corneal tomography images were acquired in the sitting position. Participants were required to keep their eyes wide open and to place their chins on the chin rest during the examination. The examiner maneuvered the joystick based on the image on the monitor. When the camera was aimed at the corneal apex, the images were captured automatically.

Statistical Analyses

Statistical analyses were performed using SPSS Version 20 (IBM, Armonk, NY). All data were tested for normality using the Kolmogorov-Smirnov test. A mixed linear model with Bonferroni-adjusted post hoc comparisons was used to analyze the differences in the corneal densitometry values in different locations. Pearson's correlation tests were performed to examine the correlations between the scale values, which fit a normal distribution. Spearman's correlation tests were used to determine the correlations between data with a skewed distribution or ranked ordinal data. P < 0.05 was considered statistically significant.

Results

The corneal densitometry values over the annulus of 2 to 6 mm followed a skewed distribution. The mean corneal densitometry values of each layer over the 0 to 2 and 2 to 6 mm annulus are listed in Tables 1 and 2. The main corneal tomographic data and corneal deformation parameters are listed in Tables 3 and 4, respectively.
Table 1

Mean Corneal Densitometry Values of Anterior, Central, Posteriorm and Total Layers Over Annuli of 0 to 2 mm

Location, ϕ 0–2 mm
Mean
Standard Deviation
Range
Anterior layer20.853.0215.80–31.50
Center layer13.141.6110.60–18.00
Posterior layer10.431.666.90–14.50
Total cornea14.811.8512.40–21.30

ϕ, annulus; mm, millimeter.

Table 2

Mean Corneal Densitometry Values of Anterior, Central, Posterior, and Total Layers Over Annuli of 2 to 6 mm

Location, ϕ 2–6 mm
Mean
Standard Deviation
Range
Anterior layer18.002.2815.00–26.80
Center layer11.581.459.40–15.80
Posterior layer10.461.438.30–14.30
Total cornea13.341.6011.10–18.90
Table 3

Corneal Tomographic Parameters of Study Participants Using Pentacam HR

Parameters
Mean
Standard Deviation
Range
K1 (D)46.635.0639.60–59.80
K2 (D)49.986.0840.90–68.00
Km (D)48.155.3240.30–63.70
Kmax (D)56.259.4141.80–88.10
CCT (μm)495.337.7413.0–604.0
TCT (μm)477.044.0369.0–583.0
ACE (μm)23.915.30.0–76.0
PCE (μm)50.128.90.0–150.0

K1, Flat Keratometry; K2, Steep Keratometry; Km, Mean Keratometry; CCT, Central Corneal Thickness; PCE, Posterior Central Elevation; D, diopter; μm, micron.

Table 4

Corneal Deformation Parameters of Study Participants Measured on Corvis ST

Deformation Parameters
Mean
Standard Deviation
Range
AT1 (ms)6.880.306.29–7.71
ATh (ms)16.610.5315.25–17.79
AT2 (ms)21.800.4220.65–22.56
AL1 (mm)1.880.291.24–2.56
AL2 (mm)1.590.400.63–2.15
AV1 (m/s)0.170.030.11–0.24
AV2 (m/s)−0.290.05−0.44 to −0.19
IOP (mmHg)14.112.684.77–21.00
bIOP (mmHg)15.292.635.41–22.80
PD (mm)4.990.264.06–5.57
R (mm)5.160.772.90–6.68
DA (mm)1.160.120.87–1.54
CCT (μm)494.837.1415–614
DeA (mm)1.020.120.66–1.37
DAR5.661.353.60–13.00
IR12.472.178.90–18.40
ARTh228.9179.8583.00–421.50
SP-A161.1420.2115.90–123.50
BAD-D8.034.870.05–23.67
CBI0.930.180.00–1.00
TBI0.940.200.01–1.00

AT1, Applanation Time (time 1); ATh, Applanation Time (highest ); AT2, Applanation Time (time 2); AL1, Applanation Length (time 1); AL2, Applanation Length (time 2); AV1, Applanation Velocity (time 1); AV2, Applanation Velocity (time 2); IOP, intraocular pressure; bIOP, biomechanically corrected IOP; PD, peak distance; R, radius of concave curvature; DA, deformation amplitude; CCT, central corneal thickness; DeA, deflection amplitude; IR, integrated radius; ARTh, Ambrósio's relational thickness; SP-A1, stiffness parameter at first applanation; BAD-D, Belin/Ambrósio enhanced ectasia display; CBI, Corvis biomechanical index; TBI, tomography and biomechanical index); ms, millisecond; mm, millimeter; m/s, meter per second; mmHg, millimeters of mercury (1mmHg, 133.32 Pascals).

Mean Corneal Densitometry Values of Anterior, Central, Posteriorm and Total Layers Over Annuli of 0 to 2 mm ϕ, annulus; mm, millimeter. Mean Corneal Densitometry Values of Anterior, Central, Posterior, and Total Layers Over Annuli of 2 to 6 mm Corneal Tomographic Parameters of Study Participants Using Pentacam HR K1, Flat Keratometry; K2, Steep Keratometry; Km, Mean Keratometry; CCT, Central Corneal Thickness; PCE, Posterior Central Elevation; D, diopter; μm, micron. Corneal Deformation Parameters of Study Participants Measured on Corvis ST AT1, Applanation Time (time 1); ATh, Applanation Time (highest ); AT2, Applanation Time (time 2); AL1, Applanation Length (time 1); AL2, Applanation Length (time 2); AV1, Applanation Velocity (time 1); AV2, Applanation Velocity (time 2); IOP, intraocular pressure; bIOP, biomechanically corrected IOP; PD, peak distance; R, radius of concave curvature; DA, deformation amplitude; CCT, central corneal thickness; DeA, deflection amplitude; IR, integrated radius; ARTh, Ambrósio's relational thickness; SP-A1, stiffness parameter at first applanation; BAD-D, Belin/Ambrósio enhanced ectasia display; CBI, Corvis biomechanical index; TBI, tomography and biomechanical index); ms, millisecond; mm, millimeter; m/s, meter per second; mmHg, millimeters of mercury (1mmHg, 133.32 Pascals).

Corneal Densitometry

A significant difference in the distribution of the densitometric values (Fig. 1) was detected between the anterior (first 120 μm of the corneal thickness) and posterior (last 60 μm of the corneal thickness) layers over the 0 to 2 and 2 to 6 mm annulus (F = 308.258, P < 0.001). Bonferroni post hoc comparisons revealed that the corneal densitometry value of the anterior cornea over the 0 to 2 mm annulus (anterior 0–2 mm layer) was significantly higher (post hoc P < 0.001) than that over the 2 to 6 mm annulus (anterior 2–6 mm layer).
Figure 1

The densitometric distribution from the anterior to the posterior layers over the annuli of 0 to 2 and 2 to 6 mm of a cornea with keratoconus.

The densitometric distribution from the anterior to the posterior layers over the annuli of 0 to 2 and 2 to 6 mm of a cornea with keratoconus.

Correlation Between the Densitometric and Tomographic Parameters

Figure 2A demonstrates that the maximum keratometry (Kmax) values significantly correlated with the densitometry values obtained from the anterior layer over the 0 to 2 mm (R = 0.373, P = 0.001) and 2 to 6 mm (R = 0.276, P = 0.016) annulus, while Figure 2B shows that the thinnest corneal thickness (TCT) values significantly correlated with the densitometry values of the anterior 0 to 2 mm (R = −0.331, P = 0.003), anterior 2 to 6 mm (R = −0.234, P = 0.042), central 0 to 2 mm (R = −0.256, P = 0.026), and total 0 to 2 mm (R = −0.230, P = 0.045) layers. Moreover, Figure 2C indicates that the anterior corneal elevation (ACE) values remarkably correlated with the densitometry values of the anterior 0 to 2 mm (R = 0.392, P < 0.001), anterior 2 to 6 mm (R = 0.323, P = 0.004), central 0 to 2 mm (R = 0.232, P = 0.043), total 0 to 2 mm (R = 0.244, P = 0.033), and total 2 to 6 mm (R = 0.241, P = 0.036) layers. In addition, Figure 2D illustrates that the posterior corneal elevation (PCE) values considerably correlated with the densitometry values of the anterior 0 to 2 mm (R = 0.450, P < 0.001), anterior 2 to 6 mm (R = 0.323, P = 0.004), total 0 to 2 mm (R = 0.260, P = 0.023), and total 2 to 6 mm (R = 0.267, P = 0.020) layers.
Figure 2

(A) The correlations between the Kmax and corneal densitometry values obtained in the anterior layer over the annuli of 0 to 2 and 2 to 6 mm (R = 0.373, P = 0.001, and R = 0.276, P = 0.016, respectively). (B) The correlations between the thinnest corneal thickness values and the corneal densitometry values of the anterior 0 to 2 mm (R = −0.331, P = 0.003), anterior 2 to 6 mm (R = −0.234, P = 0.042), central 0 to 2 mm (−0.256, P = 0.026), and total 0 to 2 mm (R = −0.230, P = 0.045) layers. (C) The correlations between the anterior corneal elevation values and the corneal densitometry values of anterior 0 to 2 mm (R = 0.392, P < 0.001), anterior 2-6mm (R = 0.323, P = 0.004), central 0 to 2 mm (R = 0.232, P = 0.043), total 0 to 2 mm (R = 0.244, P = 0.033), and total 2 to 6 mm (R = 0.241, P = 0.036) layers. (D) The correlations between the posterior corneal elevation values and the corneal densitometry values of anterior 0 to 2 mm (R = 0.450, P < 0.001), anterior 2 to 6 mm (R = 0.323, P = 0.004), total 0 to 2 mm (R = 0.260, P = 0.023), and total 2 to 6 mm (R = 0.267, P = 0.020) layers.

(A) The correlations between the Kmax and corneal densitometry values obtained in the anterior layer over the annuli of 0 to 2 and 2 to 6 mm (R = 0.373, P = 0.001, and R = 0.276, P = 0.016, respectively). (B) The correlations between the thinnest corneal thickness values and the corneal densitometry values of the anterior 0 to 2 mm (R = −0.331, P = 0.003), anterior 2 to 6 mm (R = −0.234, P = 0.042), central 0 to 2 mm (−0.256, P = 0.026), and total 0 to 2 mm (R = −0.230, P = 0.045) layers. (C) The correlations between the anterior corneal elevation values and the corneal densitometry values of anterior 0 to 2 mm (R = 0.392, P < 0.001), anterior 2-6mm (R = 0.323, P = 0.004), central 0 to 2 mm (R = 0.232, P = 0.043), total 0 to 2 mm (R = 0.244, P = 0.033), and total 2 to 6 mm (R = 0.241, P = 0.036) layers. (D) The correlations between the posterior corneal elevation values and the corneal densitometry values of anterior 0 to 2 mm (R = 0.450, P < 0.001), anterior 2 to 6 mm (R = 0.323, P = 0.004), total 0 to 2 mm (R = 0.260, P = 0.023), and total 2 to 6 mm (R = 0.267, P = 0.020) layers.

Correlation Between the Corneal Densitometry and Corneal Biomechanical Properties

The SP-A1 value significantly correlated with the densitometry values of the anterior 0 to 2 mm (R = −0.397, P < 0.001), anterior 2 to 6 mm (R = −0.331, P = 0.004), central 0 to 2 mm (R = −0.306, P = 0.007), central 2 to 6 mm (R = −0.228, P = 0.048), posterior 2 to 6 mm (R = −0.243, R = 0.035), total 0 to 2 mm (R = −0.291, P = 0.011), and total 2 to 6 mm (R = −0.295, P = 0.010) layers (Fig. 3).
Figure 3

The correlations between the stiffness parameter-applanation time 1 values and the corneal densitometry values obtained in the anterior layer over the annuli of 0 to 2 and 2 to 6 mm, the central layer over the annuli of 0 to 2 and 2 to 6 mm, the posterior layer over the annuli of 2 to 6 mm, and the total layer over the annuli of 0 to 2 and 2 to 6 mm (anterior 0–2 mm, R = −0.397, P < 0.001; anterior layer 2–6 mm, R = −0.331, P = 0.004; central layer 0–2 mm, R = −0.306, P = 0.007; central layer 2–6 mm, R = −0.228, P = 0.048; posterior layer 2–6 mm, R = −0.243, R = 0.035; total layer 0–2 mm, R = −0.291, P = 0.011, and total layer 2–6 mm, R = −0.295, P = 0.010, respectively).

The correlations between the stiffness parameter-applanation time 1 values and the corneal densitometry values obtained in the anterior layer over the annuli of 0 to 2 and 2 to 6 mm, the central layer over the annuli of 0 to 2 and 2 to 6 mm, the posterior layer over the annuli of 2 to 6 mm, and the total layer over the annuli of 0 to 2 and 2 to 6 mm (anterior 0–2 mm, R = −0.397, P < 0.001; anterior layer 2–6 mm, R = −0.331, P = 0.004; central layer 0–2 mm, R = −0.306, P = 0.007; central layer 2–6 mm, R = −0.228, P = 0.048; posterior layer 2–6 mm, R = −0.243, R = 0.035; total layer 0–2 mm, R = −0.291, P = 0.011, and total layer 2–6 mm, R = −0.295, P = 0.010, respectively).

Discussion

Corneal densitometry, which also is known as corneal backscatter, relates to corneal transparency and is influenced by changes in corneal histology.13 It was first measured using a slit-lamp photometer with a pin-light attachment.14 Scheimpflug cameras allow for objective evaluation of the densitometry.15 It is noteworthy that for normal eyes, the corneal densitometry decreases from the anterior to posterior layers of the cornea. However, it does not show any relationship with the corneal keratometry.16 We observed that the distribution of the corneal densitometry values was similar to that of normal eyes. However, unlike normal eyes, the densitometry values of the anterior 0 to 2 and 2 to 6 mm layers significantly correlated with the Kmax values.16 In addition, we also noticed that the densitometry values of the anterior 0 to 2 mm, anterior 2 to 6 mm, and total 0 to 2 mm layers correlated with the thinnest corneal thickness, anterior corneal elevation, and posterior corneal elevation. This indicated that the severity of keratoconus may be correlated with the elevation of the corneal densitometry values, especially in the anterior layer. Elevated corneal densitometry also has been reported in the pathogenesis of various ocular surface disorders, which may compromise the corneal transparency, including keratitis,17 endothelial abnormality,18 and pseudoexfoliation syndrome.19 Misalignment of the corneal collagen has been noted in keratoconus.4 Further, periodic acid−Schiff-positive nodules, Z-shaped cracks caused by ruptures in the Bowman's layer,20 and wound healing reactions, which triggers fibronectin degeneration in the extracellular matrix,21 may be the key causes related to the compromised corneal transparency, leading to an increase in the densitometry values. SP-A1 is a parameter related to corneal rigidity. It is defined as the ratio of the pressure loading (imposed by the air pulse) on the cornea to the displacement of the corneal apex (from the undeformed state to the first applanation). The SP-A1 value has been reported to be lower in thin than in normal corneas.10 In our study, the SP-A1 values were negatively correlated with the corneal densitometry values. This implies that, among patients with keratoconus, increased corneal densitometry values may indicate compromised corneal stiffness. Molecular biology studies have reported that enzyme activation has a key role in the degradation of the corneal stroma and in corneal thinning, thus affecting corneal stiffness.22 An increased anterior and posterior surface elevation at the thinnest point of the cornea leads to the formation of a cone as well as an increase in the corneal keratometry.23,24 The progressive increase in corneal irregularities, decrease in corneal thickness, and steeping of corneal curvature might underlie the correlations between corneal densitometry, SP-A1, and Kmax. The limitations of our study are as follows. Firstly, the sample size was small. Secondly, a comparative group with normal eyes was absent. However, our main purpose was to investigate the potential correlations between the densitometric and biomechanical parameters in keratoconic eyes rather than to compare the difference in the densitometry values between patients with keratoconus and the normal population. Thirdly, the randomly enrolled patients with keratoconus were not classified based on the location of the cone apex. This might have affected the distribution of the corneal densitometry over the entire cornea. Further studies are needed to determine the difference in distribution of the corneal densitometry among patients with keratoconus with different types of cones. In conclusion, we showed that the corneal densitometry values may correlate with the severity of keratoconus and the SP-A1 values in keratoconus eyes. The increased corneal densitometry values may allow the compromised corneal biomechanics in keratoconus to be predicted.
  24 in total

1.  Corneal biomechanical properties in normal, forme fruste keratoconus, and manifest keratoconus after statistical correction for potentially confounding factors.

Authors:  R Duncan Johnson; Myhanh T Nguyen; Nancy Lee; D Rex Hamilton
Journal:  Cornea       Date:  2011-05       Impact factor: 2.651

Review 2.  Measuring the cornea: the latest developments in corneal topography.

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Journal:  Curr Opin Ophthalmol       Date:  2007-07       Impact factor: 3.761

3.  Increased levels of catalase and cathepsin V/L2 but decreased TIMP-1 in keratoconus corneas: evidence that oxidative stress plays a role in this disorder.

Authors:  M Cristina Kenney; Marilyn Chwa; Shari R Atilano; Annie Tran; Marilee Carballo; Mehrnoosh Saghizadeh; Vasilis Vasiliou; Wakako Adachi; Donald J Brown
Journal:  Invest Ophthalmol Vis Sci       Date:  2005-03       Impact factor: 4.799

4.  Corneal densitometry in keratoconus.

Authors:  Bernardo Lopes; Isaac Ramos; Renato Ambrósio
Journal:  Cornea       Date:  2014-12       Impact factor: 2.651

5.  Light scatter from the central human cornea.

Authors:  G T Smith; N A Brown; G A Shun-Shin
Journal:  Eye (Lond)       Date:  1990       Impact factor: 3.775

6.  Corneal densitometry as an indicator of corneal health.

Authors:  Ahmad Muneer Otri; Usama Fares; Mouhamed A Al-Aqaba; Harminder S Dua
Journal:  Ophthalmology       Date:  2011-11-30       Impact factor: 12.079

7.  Sensitivity and specificity of posterior corneal elevation measured by Pentacam in discriminating keratoconus/subclinical keratoconus.

Authors:  Ugo de Sanctis; Carlotta Loiacono; Lorenzo Richiardi; Davide Turco; Bernardo Mutani; Federico M Grignolo
Journal:  Ophthalmology       Date:  2008-04-11       Impact factor: 12.079

8.  Comparison of corneal deformation parameters after SMILE, LASEK, and femtosecond laser-assisted LASIK.

Authors:  Yang Shen; Zhi Chen; Michael C Knorz; Meiyan Li; Jing Zhao; Xingtao Zhou
Journal:  J Refract Surg       Date:  2014-05       Impact factor: 3.573

9.  Corneal biomechanical assessment using corneal visualization scheimpflug technology in keratoconic and normal eyes.

Authors:  Lei Tian; Yi-Fei Huang; Li-Qiang Wang; Hua Bai; Qun Wang; Jing-Jing Jiang; Ying Wu; Min Gao
Journal:  J Ophthalmol       Date:  2014-03-30       Impact factor: 1.909

10.  Biomechanics of the cornea evaluated by spectral analysis of waveforms from ocular response analyzer and Corvis-ST.

Authors:  Sushma Tejwani; Rohit Shetty; Mathew Kurien; Shoruba Dinakaran; Arkasubhra Ghosh; Abhijit Sinha Roy
Journal:  PLoS One       Date:  2014-08-27       Impact factor: 3.240

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Authors:  Shengsheng Wei; Jing Li; Yong Li; Yaohua Zhang; Yan Cai; Jing Du; Jianguo Liu; Yan Wang
Journal:  Int Ophthalmol       Date:  2022-09-24       Impact factor: 2.029

2.  Single-cell atlas of keratoconus corneas revealed aberrant transcriptional signatures and implicated mechanical stretch as a trigger for keratoconus pathogenesis.

Authors:  Shengqian Dou; Qun Wang; Bin Zhang; Chao Wei; Huijin Wang; Ting Liu; Haoyun Duan; Hui Jiang; Mingna Liu; Xiaolin Qi; Qingjun Zhou; Lixin Xie; Weiyun Shi; Hua Gao
Journal:  Cell Discov       Date:  2022-07-12       Impact factor: 38.079

Review 3.  Corneal biomechanics: Measurement and structural correlations.

Authors:  Jillian Chong; William J Dupps
Journal:  Exp Eye Res       Date:  2021-02-18       Impact factor: 3.467

4.  Changes in the Optical Corneal Densitometry, Visual Acuity, and Refractive Error after the Annular Intracorneal Inlay Implantation.

Authors:  Mahmoud Jabbarvand; Mehdi Khodaparast; Alireza Jamali; Hooman Ahmadzadeh; Soodeh Bordbar
Journal:  J Curr Ophthalmol       Date:  2021-03-26

5.  Association between Corneal Stiffness Parameter at the First Applanation and Keratoconus Severity.

Authors:  Kaili Yang; Liyan Xu; Qi Fan; Shengwei Ren
Journal:  J Ophthalmol       Date:  2020-12-02       Impact factor: 1.909

6.  A Potential Screening Index of Corneal Biomechanics in Healthy Subjects, Forme Fruste Keratoconus Patients and Clinical Keratoconus Patients.

Authors:  Lei Tian; Xiao Qin; Hui Zhang; Di Zhang; Li-Li Guo; Hai-Xia Zhang; Ying Wu; Ying Jie; Lin Li
Journal:  Front Bioeng Biotechnol       Date:  2021-12-23

Review 7.  Biomechanical diagnostics of the cornea.

Authors:  Louise Pellegrino Gomes Esporcatte; Marcella Q Salomão; Bernardo T Lopes; Paolo Vinciguerra; Riccardo Vinciguerra; Cynthia Roberts; Ahmed Elsheikh; Daniel G Dawson; Renato Ambrósio
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